Pandas Profiling Report

Dataset statistics

Number of variables	34
Number of observations	1829
Missing cells	2
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	486.0 KiB
Average record size in memory	272.1 B

Variable types

Numeric	29
Categorical	5

Warnings

`time` has a high cardinality: 1829 distinct values	High cardinality
`level_0` is highly correlated with `df_index` and 2 other fields	High correlation
`df_index` is highly correlated with `level_0` and 2 other fields	High correlation
`open` is highly correlated with `high` and 5 other fields	High correlation
`high` is highly correlated with `open` and 5 other fields	High correlation
`low` is highly correlated with `open` and 5 other fields	High correlation
`close` is highly correlated with `open` and 5 other fields	High correlation
`volume` is highly correlated with `pvo12-26` and 1 other fields	High correlation
`sma5-20` is highly correlated with `sma8-15` and 13 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 13 other fields	High correlation
`sma20-50` is highly correlated with `sma5-20` and 8 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 13 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 10 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`wd14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`ppo12-26` is highly correlated with `sma5-20` and 12 other fields	High correlation
`rsi14` is highly correlated with `sma5-20` and 11 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`tsi` is highly correlated with `sma5-20` and 11 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 10 other fields	High correlation
`pvo12-26` is highly correlated with `volume`	High correlation
`adl` is highly correlated with `level_0` and 6 other fields	High correlation
`obv` is highly correlated with `level_0` and 6 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 4 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 6 other fields	High correlation
`market_cap` is highly correlated with `open` and 6 other fields	High correlation
`return` is highly correlated with `close_buy_indicator` and 1 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`level_0` is highly correlated with `df_index` and 2 other fields	High correlation
`df_index` is highly correlated with `level_0` and 2 other fields	High correlation
`open` is highly correlated with `high` and 5 other fields	High correlation
`high` is highly correlated with `open` and 5 other fields	High correlation
`low` is highly correlated with `open` and 5 other fields	High correlation
`close` is highly correlated with `open` and 5 other fields	High correlation
`volume` is highly correlated with `sma20-50` and 2 other fields	High correlation
`sma5-20` is highly correlated with `sma8-15` and 12 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 13 other fields	High correlation
`sma20-50` is highly correlated with `volume` and 7 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 13 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 13 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 11 other fields	High correlation
`wd14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`ppo12-26` is highly correlated with `sma5-20` and 13 other fields	High correlation
`rsi14` is highly correlated with `sma5-20` and 13 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`tsi` is highly correlated with `sma5-20` and 13 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`pvo12-26` is highly correlated with `volume`	High correlation
`adl` is highly correlated with `level_0` and 6 other fields	High correlation
`obv` is highly correlated with `level_0` and 7 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 12 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 12 other fields	High correlation
`market_cap` is highly correlated with `open` and 5 other fields	High correlation
`return` is highly correlated with `close_buy_indicator` and 1 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`level_0` is highly correlated with `df_index` and 2 other fields	High correlation
`df_index` is highly correlated with `level_0` and 2 other fields	High correlation
`open` is highly correlated with `high` and 4 other fields	High correlation
`high` is highly correlated with `open` and 4 other fields	High correlation
`low` is highly correlated with `open` and 3 other fields	High correlation
`close` is highly correlated with `open` and 4 other fields	High correlation
`volume` is highly correlated with `market_cap`	High correlation
`sma5-20` is highly correlated with `sma8-15` and 11 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 12 other fields	High correlation
`sma20-50` is highly correlated with `macd` and 3 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 12 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 7 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 7 other fields	High correlation
`wd14` is highly correlated with `sma5-20` and 8 other fields	High correlation
`ppo12-26` is highly correlated with `sma5-20` and 7 other fields	High correlation
`rsi14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 7 other fields	High correlation
`tsi` is highly correlated with `sma5-20` and 8 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 8 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`adl` is highly correlated with `level_0` and 2 other fields	High correlation
`obv` is highly correlated with `level_0` and 6 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 7 other fields	High correlation
`fi50` is highly correlated with `sma8-15` and 7 other fields	High correlation
`market_cap` is highly correlated with `open` and 3 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 13 other fields	High correlation
`sma5-20` is highly correlated with `cmo14` and 24 other fields	High correlation
`macd` is highly correlated with `cmo14` and 25 other fields	High correlation
`open` is highly correlated with `sma5-20` and 18 other fields	High correlation
`level_0` is highly correlated with `sma5-20` and 18 other fields	High correlation
`ppo12-26` is highly correlated with `cmo14` and 25 other fields	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`ao14` is highly correlated with `cmo14` and 10 other fields	High correlation
`low` is highly correlated with `sma5-20` and 18 other fields	High correlation
`volume` is highly correlated with `sma5-20` and 16 other fields	High correlation
`df_index` is highly correlated with `sma5-20` and 18 other fields	High correlation
`high` is highly correlated with `sma5-20` and 16 other fields	High correlation
`sma8-15` is highly correlated with `cmo14` and 24 other fields	High correlation
`close` is highly correlated with `sma5-20` and 17 other fields	High correlation
`obv` is highly correlated with `sma5-20` and 18 other fields	High correlation
`market_cap` is highly correlated with `sma5-20` and 12 other fields	High correlation
`rsi14` is highly correlated with `cmo14` and 15 other fields	High correlation
`ema5-20` is highly correlated with `cmo14` and 24 other fields	High correlation
`pvo12-26` is highly correlated with `cmo14` and 11 other fields	High correlation
`atrp14` is highly correlated with `sma5-20` and 10 other fields	High correlation
`tsi` is highly correlated with `cmo14` and 24 other fields	High correlation
`adl` is highly correlated with `sma5-20` and 15 other fields	High correlation
`return` is highly correlated with `close_short_indicator` and 3 other fields	High correlation
`fi50` is highly correlated with `cmo14` and 21 other fields	High correlation
`sma20-50` is highly correlated with `sma5-20` and 20 other fields	High correlation
`mfi14` is highly correlated with `cmo14` and 11 other fields	High correlation
`adx14` is highly correlated with `macd` and 9 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`so14` is highly correlated with `cmo14` and 10 other fields	High correlation
`fi13` is highly correlated with `cmo14` and 19 other fields	High correlation
`wd14` is highly correlated with `cmo14` and 15 other fields	High correlation
`level_0` is uniformly distributed	Uniform
`df_index` is uniformly distributed	Uniform
`time` is uniformly distributed	Uniform
`level_0` has unique values	Unique
`df_index` has unique values	Unique
`time` has unique values	Unique
`sma5-20` has unique values	Unique
`sma8-15` has unique values	Unique
`sma20-50` has unique values	Unique
`ema5-20` has unique values	Unique
`macd` has unique values	Unique
`adx14` has unique values	Unique
`wd14` has unique values	Unique
`ppo12-26` has unique values	Unique
`mfi14` has unique values	Unique
`tsi` has unique values	Unique
`so14` has unique values	Unique
`atrp14` has unique values	Unique
`pvo12-26` has unique values	Unique
`fi13` has unique values	Unique
`fi50` has unique values	Unique

Reproduction

Analysis started	2022-06-15 11:16:03.713286
Analysis finished	2022-06-15 11:17:31.594389
Duration	1 minute and 27.88 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

level_0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1002

Minimum	88
Maximum	1916
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	88
5-th percentile	179.4
Q1	545
median	1002
Q3	1459
95-th percentile	1824.6
Maximum	1916
Range	1828
Interquartile range (IQR)	914

Descriptive statistics

Standard deviation	528.131139
Coefficient of variation (CV)	0.527076985
Kurtosis	-1.2
Mean	1002
Median Absolute Deviation (MAD)	457
Skewness	0
Sum	1832658
Variance	278922.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1915	1	0.1%
1286	1	0.1%
1290	1	0.1%
1292	1	0.1%
1294	1	0.1%
1296	1	0.1%
1298	1	0.1%
1300	1	0.1%
1302	1	0.1%
1304	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
88	1	0.1%
89	1	0.1%
90	1	0.1%
91	1	0.1%
92	1	0.1%
93	1	0.1%
94	1	0.1%
95	1	0.1%
96	1	0.1%
97	1	0.1%

Value	Count	Frequency (%)
1916	1	0.1%
1915	1	0.1%
1914	1	0.1%
1913	1	0.1%
1912	1	0.1%
1911	1	0.1%
1910	1	0.1%
1909	1	0.1%
1908	1	0.1%
1907	1	0.1%

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1002

Minimum	88
Maximum	1916
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	88
5-th percentile	179.4
Q1	545
median	1002
Q3	1459
95-th percentile	1824.6
Maximum	1916
Range	1828
Interquartile range (IQR)	914

Descriptive statistics

Standard deviation	528.131139
Coefficient of variation (CV)	0.527076985
Kurtosis	-1.2
Mean	1002
Median Absolute Deviation (MAD)	457
Skewness	0
Sum	1832658
Variance	278922.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1915	1	0.1%
1286	1	0.1%
1290	1	0.1%
1292	1	0.1%
1294	1	0.1%
1296	1	0.1%
1298	1	0.1%
1300	1	0.1%
1302	1	0.1%
1304	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
88	1	0.1%
89	1	0.1%
90	1	0.1%
91	1	0.1%
92	1	0.1%
93	1	0.1%
94	1	0.1%
95	1	0.1%
96	1	0.1%
97	1	0.1%

Value	Count	Frequency (%)
1916	1	0.1%
1915	1	0.1%
1914	1	0.1%
1913	1	0.1%
1912	1	0.1%
1911	1	0.1%
1910	1	0.1%
1909	1	0.1%
1908	1	0.1%
1907	1	0.1%

time
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	14.4 KiB

2021-05-31 00:00:00	1
2019-12-07 00:00:00	1
2018-07-20 00:00:00	1
2017-06-05 00:00:00	1
2021-01-12 00:00:00	1
Other values (1824)	1824

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	34751
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1829 ?
Unique (%)	100.0%

Sample

1st row	2017-03-30 00:00:00
2nd row	2017-03-31 00:00:00
3rd row	2017-04-01 00:00:00
4th row	2017-04-02 00:00:00
5th row	2017-04-03 00:00:00

Common Values

Value	Count	Frequency (%)
2021-05-31 00:00:00	1	0.1%
2019-12-07 00:00:00	1	0.1%
2018-07-20 00:00:00	1	0.1%
2017-06-05 00:00:00	1	0.1%
2021-01-12 00:00:00	1	0.1%
2020-04-19 00:00:00	1	0.1%
2021-12-02 00:00:00	1	0.1%
2018-05-07 00:00:00	1	0.1%
2021-02-25 00:00:00	1	0.1%
2021-09-18 00:00:00	1	0.1%
Other values (1819)	1819	99.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
00:00:00	1829	50.0%
2021-04-21	1	< 0.1%
2020-04-12	1	< 0.1%
2020-10-16	1	< 0.1%
2017-07-29	1	< 0.1%
2019-12-10	1	< 0.1%
2019-12-22	1	< 0.1%
2018-09-13	1	< 0.1%
2019-09-25	1	< 0.1%
2017-08-26	1	< 0.1%
Other values (1820)	1820	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	15410	44.3%
2	3814	11.0%
-	3658	10.5%
:	3658	10.5%
1	2954	8.5%
	1829	5.3%
8	700	2.0%
9	691	2.0%
7	612	1.8%
3	429	1.2%
Other values (3)	996	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25606	73.7%
Dash Punctuation	3658	10.5%
Other Punctuation	3658	10.5%
Space Separator	1829	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15410	60.2%
2	3814	14.9%
1	2954	11.5%
8	700	2.7%
9	691	2.7%
7	612	2.4%
3	429	1.7%
5	335	1.3%
4	331	1.3%
6	330	1.3%

Dash Punctuation

Value	Count	Frequency (%)
-	3658	100.0%

Space Separator

Value	Count	Frequency (%)
	1829	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	3658	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34751	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15410	44.3%
2	3814	11.0%
-	3658	10.5%
:	3658	10.5%
1	2954	8.5%
	1829	5.3%
8	700	2.0%
9	691	2.0%
7	612	1.8%
3	429	1.2%
Other values (3)	996	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34751	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15410	44.3%
2	3814	11.0%
-	3658	10.5%
:	3658	10.5%
1	2954	8.5%
	1829	5.3%
8	700	2.0%
9	691	2.0%
7	612	1.8%
3	429	1.2%
Other values (3)	996	2.9%

open
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1798
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98.93275462

Minimum	4.3186
Maximum	387.7163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	4.3186
5-th percentile	30.261248
Q1	48.027
median	73.371
Q3	140.31
95-th percentile	224.24
Maximum	387.7163
Range	383.3977
Interquartile range (IQR)	92.283

Descriptive statistics

Standard deviation	66.1142934
Coefficient of variation (CV)	0.6682750688
Kurtosis	1.030023431
Mean	98.93275462
Median Absolute Deviation (MAD)	31.7761
Skewness	1.169178562
Sum	180948.0082
Variance	4371.099792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.31	3	0.2%
42.08	2	0.1%
137.47	2	0.1%
32.21	2	0.1%
45.43	2	0.1%
55.61	2	0.1%
105.58	2	0.1%
45.37	2	0.1%
56.88	2	0.1%
129.65	2	0.1%
Other values (1788)	1808	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.3186	1	0.1%
7.25	1	0.1%
7.541	1	0.1%
7.8	1	0.1%
8.333	1	0.1%
8.6244	1	0.1%
9.15	1	0.1%
9.35	1	0.1%
9.7893	1	0.1%
9.9251	1	0.1%

Value	Count	Frequency (%)
387.7163	1	0.1%
378.16	1	0.1%
359.36	1	0.1%
356.4	1	0.1%
355.82	1	0.1%
354.52	1	0.1%
347.75	1	0.1%
346	1	0.1%
344.86	1	0.1%
326.51	1	0.1%

high
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1769
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.1391469

Minimum	8.993
Maximum	420
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	8.993
5-th percentile	32.7672
Q1	50
median	76.546
Q3	146.95
95-th percentile	237.836
Maximum	420
Range	411.007
Interquartile range (IQR)	96.95

Descriptive statistics

Standard deviation	70.68028256
Coefficient of variation (CV)	0.6787100205
Kurtosis	1.398074291
Mean	104.1391469
Median Absolute Deviation (MAD)	33.472
Skewness	1.260049667
Sum	190470.4998
Variance	4995.702342
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59	5	0.3%
32	4	0.2%
48	4	0.2%
64.4	3	0.2%
62.5	3	0.2%
75	3	0.2%
35.5	3	0.2%
65	3	0.2%
78	3	0.2%
121	2	0.1%
Other values (1759)	1796	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.993	1	0.1%
9	1	0.1%
10.3	1	0.1%
10.4575	1	0.1%
10.56	1	0.1%
10.99	1	0.1%
10.999	1	0.1%
11.42851	1	0.1%
11.59799	1	0.1%
11.6	1	0.1%

Value	Count	Frequency (%)
420	1	0.1%
413.91	1	0.1%
394.46	1	0.1%
389.72	1	0.1%
380.03	1	0.1%
380	1	0.1%
372.88	1	0.1%
372.55	1	0.1%
367.73	1	0.1%
365.24	1	0.1%

low
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1758
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.32117052

Minimum	4.061
Maximum	344.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	4.061
5-th percentile	27.832
Q1	46.215
median	70.05
Q3	133.18
95-th percentile	212.142
Maximum	344.9
Range	340.839
Interquartile range (IQR)	86.965

Descriptive statistics

Standard deviation	61.36771311
Coefficient of variation (CV)	0.6575969072
Kurtosis	0.7251641207
Mean	93.32117052
Median Absolute Deviation (MAD)	30.4083
Skewness	1.094487133
Sum	170684.4209
Variance	3765.996212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	3	0.2%
125	3	0.2%
58	3	0.2%
71	3	0.2%
53.33	2	0.1%
111.2	2	0.1%
41.74	2	0.1%
144.44	2	0.1%
53.06	2	0.1%
101.27	2	0.1%
Other values (1748)	1805	98.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.061	1	0.1%
5.75	1	0.1%
6.5463	1	0.1%
7	1	0.1%
7.03	1	0.1%
7.5	1	0.1%
8.12	1	0.1%
8.57	1	0.1%
8.725	1	0.1%
8.81	1	0.1%

Value	Count	Frequency (%)
344.9	1	0.1%
334.4167	1	0.1%
334	1	0.1%
333.55	1	0.1%
333.17	1	0.1%
318.2	1	0.1%
310	1	0.1%
308.38	1	0.1%
300.67	1	0.1%
300	1	0.1%

close
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1770
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.01025217

Minimum	7.25
Maximum	388.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	7.25
5-th percentile	30.572
Q1	48.0461
median	73.3708
Q3	140.26
95-th percentile	224.27516
Maximum	388.3
Range	381.05
Interquartile range (IQR)	92.2139

Descriptive statistics

Standard deviation	66.17228072
Coefficient of variation (CV)	0.6683376647
Kurtosis	1.044339385
Mean	99.01025217
Median Absolute Deviation (MAD)	31.5808
Skewness	1.174197455
Sum	181089.7512
Variance	4378.770735
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
176.32	3	0.2%
45.6	2	0.1%
57.83	2	0.1%
54.54	2	0.1%
109.49	2	0.1%
25.3	2	0.1%
46.58	2	0.1%
53.05	2	0.1%
129.66	2	0.1%
69.55	2	0.1%
Other values (1760)	1808	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.25	1	0.1%
7.61	1	0.1%
7.7699	1	0.1%
8.34	1	0.1%
8.61	1	0.1%
9.15	1	0.1%
9.27	1	0.1%
9.72	1	0.1%
9.9251	1	0.1%
9.97	1	0.1%

Value	Count	Frequency (%)
388.3	1	0.1%
378.16	1	0.1%
359.41	1	0.1%
357.11	1	0.1%
356.43	1	0.1%
354.44	1	0.1%
350.78	1	0.1%
347.72	1	0.1%
345.25	1	0.1%
326.67	1	0.1%

volume
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1826
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	942960.5816

Minimum	0
Maximum	7295432.815
Zeros	4
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	0
5-th percentile	250994.7204
Q1	426745.9631
median	708057.3173
Q3	1200990.84
95-th percentile	2395721.277
Maximum	7295432.815
Range	7295432.815
Interquartile range (IQR)	774244.877

Descriptive statistics

Standard deviation	762506.7129
Coefficient of variation (CV)	0.8086305279
Kurtosis	9.995906713
Mean	942960.5816
Median Absolute Deviation (MAD)	331788.0774
Skewness	2.456071003
Sum	1724674904
Variance	5.814164873 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	0.2%
465086.5526	1	0.1%
1258090.329	1	0.1%
438104.5191	1	0.1%
156658.5071	1	0.1%
716182.2171	1	0.1%
497748.696	1	0.1%
1658127.61	1	0.1%
1619420.865	1	0.1%
768418.5963	1	0.1%
Other values (1816)	1816	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4	0.2%
63560.22761	1	0.1%
107127.3159	1	0.1%
119688.5414	1	0.1%
138448.4008	1	0.1%
147644.44	1	0.1%
152910.0079	1	0.1%
154049.2245	1	0.1%
156658.5071	1	0.1%
163149.4028	1	0.1%

Value	Count	Frequency (%)
7295432.815	1	0.1%
6581558.512	1	0.1%
6458496.095	1	0.1%
6025326.14	1	0.1%
5747120.122	1	0.1%
4995462.38	1	0.1%
4970007.005	1	0.1%
4735558.149	1	0.1%
4238083.769	1	0.1%
4080885.132	1	0.1%

sma5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4892400454

Minimum	-114.6585
Maximum	136.30555
Zeros	0
Zeros (%)	0.0%
Negative	907
Negative (%)	49.6%
Memory size	14.4 KiB

Quantile statistics

Minimum	-114.6585
5-th percentile	-20.0385
Q1	-5.1715
median	0.073685
Q3	4.7065
95-th percentile	21.195238
Maximum	136.30555
Range	250.96405
Interquartile range (IQR)	9.878

Descriptive statistics

Standard deviation	16.81207306
Coefficient of variation (CV)	34.36364872
Kurtosis	18.82529472
Mean	0.4892400454
Median Absolute Deviation (MAD)	4.862045
Skewness	1.444521868
Sum	894.820043
Variance	282.6458005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41.540485	1	0.1%
1.75715	1	0.1%
18.440753	1	0.1%
5.94426	1	0.1%
1.091085	1	0.1%
-6.68956	1	0.1%
14.10295	1	0.1%
-12.373	1	0.1%
8.9875	1	0.1%
-20.8804	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-114.6585	1	0.1%
-108.9005	1	0.1%
-105.6935	1	0.1%
-94.1405	1	0.1%
-91.9885	1	0.1%
-81.6125	1	0.1%
-74.545	1	0.1%
-66.161	1	0.1%
-59.212	1	0.1%
-56.1875	1	0.1%

Value	Count	Frequency (%)
136.30555	1	0.1%
129.32425	1	0.1%
129.25325	1	0.1%
129.2159	1	0.1%
127.74405	1	0.1%
120.5644	1	0.1%
109.98165	1	0.1%
108.0581	1	0.1%
93.7818	1	0.1%
92.54615	1	0.1%

sma8-15
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2216091733

Minimum	-34.44098589
Maximum	49.57632642
Zeros	0
Zeros (%)	0.0%
Negative	906
Negative (%)	49.5%
Memory size	14.4 KiB

Quantile statistics

Minimum	-34.44098589
5-th percentile	-7.721074427
Q1	-2.099192465
median	0.02763464573
Q3	2.037701431
95-th percentile	7.825390315
Maximum	49.57632642
Range	84.01731231
Interquartile range (IQR)	4.136893895

Descriptive statistics

Standard deviation	6.103680297
Coefficient of variation (CV)	27.5425435
Kurtosis	17.14194337
Mean	0.2216091733
Median Absolute Deviation (MAD)	2.098948208
Skewness	1.826699675
Sum	405.3231781
Variance	37.25491317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.7541503374	1	0.1%
-0.6812324118	1	0.1%
-0.593099456	1	0.1%
0.2502467751	1	0.1%
-0.05745489201	1	0.1%
-0.3996038576	1	0.1%
-0.9403383297	1	0.1%
-2.023389042	1	0.1%
-5.014067843	1	0.1%
-0.03475028605	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-34.44098589	1	0.1%
-32.53104784	1	0.1%
-30.46078312	1	0.1%
-29.74309953	1	0.1%
-26.73474787	1	0.1%
-25.44750733	1	0.1%
-23.920092	1	0.1%
-23.01527457	1	0.1%
-22.99289308	1	0.1%
-21.74952657	1	0.1%

Value	Count	Frequency (%)
49.57632642	1	0.1%
49.40843856	1	0.1%
46.24078951	1	0.1%
46.04176277	1	0.1%
44.7043454	1	0.1%
43.91610215	1	0.1%
42.74977925	1	0.1%
39.59330331	1	0.1%
38.88689113	1	0.1%
32.18502016	1	0.1%

sma20-50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9292331479

Minimum	-32.32587912
Maximum	78.00030268
Zeros	0
Zeros (%)	0.0%
Negative	931
Negative (%)	50.9%
Memory size	14.4 KiB

Quantile statistics

Minimum	-32.32587912
5-th percentile	-17.6907325
Q1	-6.457060937
median	-0.140195582
Q3	6.393248396
95-th percentile	21.57606174
Maximum	78.00030268
Range	110.3261818
Interquartile range (IQR)	12.85030933

Descriptive statistics

Standard deviation	13.10851013
Coefficient of variation (CV)	14.10680426
Kurtosis	6.838351169
Mean	0.9292331479
Median Absolute Deviation (MAD)	6.449095581
Skewness	1.538147676
Sum	1699.567427
Variance	171.8330379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2616570989	1	0.1%
-0.8671572292	1	0.1%
1.024730084	1	0.1%
53.31371746	1	0.1%
-2.319629601	1	0.1%
23.98112775	1	0.1%
-8.144473527	1	0.1%
8.41726943	1	0.1%
6.391820431	1	0.1%
2.418842963	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-32.32587912	1	0.1%
-32.14047894	1	0.1%
-32.0226139	1	0.1%
-31.57804245	1	0.1%
-31.41951238	1	0.1%
-31.20490468	1	0.1%
-30.60592243	1	0.1%
-30.47658623	1	0.1%
-29.64432819	1	0.1%
-29.35242218	1	0.1%

Value	Count	Frequency (%)
78.00030268	1	0.1%
76.89433713	1	0.1%
76.5303248	1	0.1%
76.38067828	1	0.1%
75.32004438	1	0.1%
74.95356042	1	0.1%
72.70801354	1	0.1%
71.49912777	1	0.1%
70.27047779	1	0.1%
69.29943697	1	0.1%

ema5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4736307019

Minimum	-71.03986048
Maximum	100.7876506
Zeros	0
Zeros (%)	0.0%
Negative	901
Negative (%)	49.3%
Memory size	14.4 KiB

Quantile statistics

Minimum	-71.03986048
5-th percentile	-15.85188739
Q1	-4.437837606
median	0.07669282915
Q3	4.153653769
95-th percentile	16.37521009
Maximum	100.7876506
Range	171.8275111
Interquartile range (IQR)	8.591491375

Descriptive statistics

Standard deviation	12.45898204
Coefficient of variation (CV)	26.30526693
Kurtosis	17.24789505
Mean	0.4736307019
Median Absolute Deviation (MAD)	4.329276219
Skewness	1.910757219
Sum	866.2705538
Variance	155.2262335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.251829097	1	0.1%
0.2877097126	1	0.1%
-4.113994422	1	0.1%
-33.97303814	1	0.1%
33.29194839	1	0.1%
-0.6374410181	1	0.1%
26.93426674	1	0.1%
-7.183940436	1	0.1%
8.307480011	1	0.1%
-24.8826371	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-71.03986048	1	0.1%
-64.0766695	1	0.1%
-61.99384234	1	0.1%
-58.16866004	1	0.1%
-54.29287319	1	0.1%
-49.1560937	1	0.1%
-43.73040351	1	0.1%
-43.29514594	1	0.1%
-42.91137839	1	0.1%
-42.43314108	1	0.1%

Value	Count	Frequency (%)
100.7876506	1	0.1%
100.3641971	1	0.1%
94.50871245	1	0.1%
93.68639454	1	0.1%
93.20314937	1	0.1%
91.20441853	1	0.1%
87.12589536	1	0.1%
86.15356804	1	0.1%
74.95180553	1	0.1%
72.58948087	1	0.1%

macd
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4280822473

Minimum	-31.91641616
Maximum	68.19600522
Zeros	0
Zeros (%)	0.0%
Negative	884
Negative (%)	48.3%
Memory size	14.4 KiB

Quantile statistics

Minimum	-31.91641616
5-th percentile	-13.00944212
Q1	-3.245165265
median	0.1433255432
Q3	3.613309782
95-th percentile	12.12476053
Maximum	68.19600522
Range	100.1124214
Interquartile range (IQR)	6.858475047

Descriptive statistics

Standard deviation	9.006896738
Coefficient of variation (CV)	21.04010805
Kurtosis	12.41425936
Mean	0.4280822473
Median Absolute Deviation (MAD)	3.412301783
Skewness	1.765128594
Sum	782.9624304
Variance	81.12418885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-2.411925625	1	0.1%
-8.038759898	1	0.1%
-0.07566663478	1	0.1%
1.013746177	1	0.1%
-3.853732409	1	0.1%
-0.2093109381	1	0.1%
-25.11744196	1	0.1%
0.197846042	1	0.1%
-2.529987994	1	0.1%
-0.00706009939	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-31.91641616	1	0.1%
-31.8746825	1	0.1%
-31.2860458	1	0.1%
-30.68578343	1	0.1%
-30.58919137	1	0.1%
-30.20374121	1	0.1%
-30.1799066	1	0.1%
-30.07514085	1	0.1%
-28.9213464	1	0.1%
-28.4685812	1	0.1%

Value	Count	Frequency (%)
68.19600522	1	0.1%
66.01285344	1	0.1%
65.38532251	1	0.1%
63.58522338	1	0.1%
60.20230097	1	0.1%
57.91132263	1	0.1%
57.2319382	1	0.1%
54.819448	1	0.1%
53.20282879	1	0.1%
50.33163229	1	0.1%

ao14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	66
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.698117629

Minimum	-92.85714286
Maximum	92.85714286
Zeros	0
Zeros (%)	0.0%
Negative	866
Negative (%)	47.3%
Memory size	14.4 KiB

Quantile statistics

Minimum	-92.85714286
5-th percentile	-85.71428571
Q1	-50
median	21.42857143
Q3	57.14285714
95-th percentile	85.71428571
Maximum	92.85714286
Range	185.7142857
Interquartile range (IQR)	107.1428571

Descriptive statistics

Standard deviation	59.99071044
Coefficient of variation (CV)	12.76909502
Kurtosis	-1.526991534
Mean	4.698117629
Median Absolute Deviation (MAD)	57.14285714
Skewness	-0.09121526756
Sum	8592.857143
Variance	3598.885339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85.71428571	89	4.9%
-85.71428571	79	4.3%
92.85714286	72	3.9%
-50	70	3.8%
42.85714286	68	3.7%
71.42857143	68	3.7%
-42.85714286	67	3.7%
78.57142857	67	3.7%
64.28571429	61	3.3%
57.14285714	60	3.3%
Other values (56)	1128	61.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-92.85714286	46	2.5%
-85.71428571	79	4.3%
-78.57142857	8	0.4%
-78.57142857	42	2.3%
-71.42857143	54	3.0%
-71.42857143	15	0.8%
-64.28571429	41	2.2%
-64.28571429	55	3.0%
-57.14285714	20	1.1%
-57.14285714	48	2.6%

Value	Count	Frequency (%)
92.85714286	72	3.9%
85.71428571	89	4.9%
78.57142857	21	1.1%
78.57142857	67	3.7%
71.42857143	68	3.7%
71.42857143	20	1.1%
64.28571429	46	2.5%
64.28571429	61	3.3%
57.14285714	26	1.4%
57.14285714	60	3.3%

adx14
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.75116901

Minimum	6.954162218
Maximum	72.82095201
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	6.954162218
5-th percentile	13.86662834
Q1	20.71758234
median	27.21130779
Q3	34.67705696
95-th percentile	50.20400437
Maximum	72.82095201
Range	65.86678979
Interquartile range (IQR)	13.95947461

Descriptive statistics

Standard deviation	10.92723787
Coefficient of variation (CV)	0.3800623852
Kurtosis	1.004024452
Mean	28.75116901
Median Absolute Deviation (MAD)	6.887445161
Skewness	0.8878496264
Sum	52585.88812
Variance	119.4045275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.8289165	1	0.1%
18.51538161	1	0.1%
29.68013236	1	0.1%
29.75387276	1	0.1%
27.93710828	1	0.1%
32.60766237	1	0.1%
30.05732015	1	0.1%
27.26862736	1	0.1%
40.74282215	1	0.1%
57.0138536	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.954162218	1	0.1%
7.021818594	1	0.1%
7.169188005	1	0.1%
7.327893525	1	0.1%
7.714710028	1	0.1%
8.220797158	1	0.1%
8.513059207	1	0.1%
8.765814067	1	0.1%
9.229673418	1	0.1%
9.4007868	1	0.1%

Value	Count	Frequency (%)
72.82095201	1	0.1%
72.37245011	1	0.1%
72.08713306	1	0.1%
71.83408632	1	0.1%
71.45560707	1	0.1%
70.54985954	1	0.1%
70.26640693	1	0.1%
68.93148285	1	0.1%
67.79779763	1	0.1%
67.31441816	1	0.1%

wd14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.342269337

Minimum	-80.68648266
Maximum	102.7330966
Zeros	0
Zeros (%)	0.0%
Negative	932
Negative (%)	51.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	-80.68648266
5-th percentile	-28.41124855
Q1	-11.10600263
median	-0.3901924236
Q3	12.78254582
95-th percentile	35.64642822
Maximum	102.7330966
Range	183.4195793
Interquartile range (IQR)	23.88854845

Descriptive statistics

Standard deviation	19.90372689
Coefficient of variation (CV)	14.82841509
Kurtosis	1.638219291
Mean	1.342269337
Median Absolute Deviation (MAD)	11.55834484
Skewness	0.4837624922
Sum	2455.010618
Variance	396.1583441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.411554887	1	0.1%
-5.991343081	1	0.1%
4.121232654	1	0.1%
-5.178340084	1	0.1%
-18.75421919	1	0.1%
-28.44292758	1	0.1%
32.07498956	1	0.1%
3.449111882	1	0.1%
6.46790843	1	0.1%
35.04695794	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-80.68648266	1	0.1%
-73.25174226	1	0.1%
-72.00796321	1	0.1%
-65.15954051	1	0.1%
-59.62869585	1	0.1%
-57.10307205	1	0.1%
-56.92925087	1	0.1%
-56.46159764	1	0.1%
-52.07099151	1	0.1%
-51.71287999	1	0.1%

Value	Count	Frequency (%)
102.7330966	1	0.1%
86.90799342	1	0.1%
84.51113422	1	0.1%
83.19565162	1	0.1%
78.6498916	1	0.1%
74.62237527	1	0.1%
72.91744421	1	0.1%
71.58827052	1	0.1%
69.83728977	1	0.1%
69.29332002	1	0.1%

ppo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7701520568

Minimum	-17.58196353
Maximum	34.66532897
Zeros	0
Zeros (%)	0.0%
Negative	884
Negative (%)	48.3%
Memory size	14.4 KiB

Quantile statistics

Minimum	-17.58196353
5-th percentile	-10.55632895
Q1	-4.371404983
median	0.2312296079
Q3	4.953024358
95-th percentile	12.66197282
Maximum	34.66532897
Range	52.2472925
Interquartile range (IQR)	9.324429341

Descriptive statistics

Standard deviation	7.36747775
Coefficient of variation (CV)	9.566263811
Kurtosis	1.967066943
Mean	0.7701520568
Median Absolute Deviation (MAD)	4.640007422
Skewness	0.8099078421
Sum	1408.608112
Variance	54.2797284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.70625221	1	0.1%
-6.479594407	1	0.1%
-1.193578804	1	0.1%
0.6836956043	1	0.1%
-7.839811839	1	0.1%
11.78273439	1	0.1%
2.406271748	1	0.1%
1.832761043	1	0.1%
-15.30873242	1	0.1%
2.514826223	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17.58196353	1	0.1%
-17.23812829	1	0.1%
-16.9267841	1	0.1%
-16.51776771	1	0.1%
-16.42904915	1	0.1%
-15.81904277	1	0.1%
-15.75005728	1	0.1%
-15.30873242	1	0.1%
-14.86556306	1	0.1%
-14.42802099	1	0.1%

Value	Count	Frequency (%)
34.66532897	1	0.1%
34.60193999	1	0.1%
34.51399593	1	0.1%
34.19950157	1	0.1%
34.09285747	1	0.1%
33.86156428	1	0.1%
32.80122997	1	0.1%
31.56824476	1	0.1%
29.39843904	1	0.1%
29.15674324	1	0.1%

rsi14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1826
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.02208456

Minimum	19.74277699
Maximum	90.67473888
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	19.74277699
5-th percentile	31.80357948
Q1	41.74372855
median	49.83274441
Q3	59.03909545
95-th percentile	73.81419728
Maximum	90.67473888
Range	70.93196189
Interquartile range (IQR)	17.2953669

Descriptive statistics

Standard deviation	12.7113003
Coefficient of variation (CV)	0.2491333001
Kurtosis	-0.2049611177
Mean	51.02208456
Median Absolute Deviation (MAD)	8.603053936
Skewness	0.3704611047
Sum	93319.39267
Variance	161.5771554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45.87199175	2	0.1%
55.52790656	2	0.1%
55.35927695	2	0.1%
39.28386709	1	0.1%
52.84413306	1	0.1%
52.5188586	1	0.1%
44.29693216	1	0.1%
42.72525737	1	0.1%
57.47821818	1	0.1%
41.20879791	1	0.1%
Other values (1816)	1816	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19.74277699	1	0.1%
21.71854164	1	0.1%
21.76267872	1	0.1%
22.07697846	1	0.1%
23.24719905	1	0.1%
23.25673905	1	0.1%
23.44382447	1	0.1%
24.04986355	1	0.1%
24.42131463	1	0.1%
24.65951014	1	0.1%

Value	Count	Frequency (%)
90.67473888	1	0.1%
89.62197103	1	0.1%
89.21899055	1	0.1%
88.58143139	1	0.1%
88.48363011	1	0.1%
87.16624856	1	0.1%
87.06414832	1	0.1%
86.78430462	1	0.1%
86.42527311	1	0.1%
86.38051945	1	0.1%

mfi14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5207107944

Minimum	0.0393205684
Maximum	0.9509061833
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	0.0393205684
5-th percentile	0.2672246997
Q1	0.4064348549
median	0.5270485058
Q3	0.6391589921
95-th percentile	0.7657952407
Maximum	0.9509061833
Range	0.9115856149
Interquartile range (IQR)	0.2327241373

Descriptive statistics

Standard deviation	0.1566100493
Coefficient of variation (CV)	0.3007620563
Kurtosis	-0.5014557879
Mean	0.5207107944
Median Absolute Deviation (MAD)	0.1168573136
Skewness	-0.1321073014
Sum	952.380043
Variance	0.02452670753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5354790914	1	0.1%
0.6461435182	1	0.1%
0.448615753	1	0.1%
0.7142915367	1	0.1%
0.3785265762	1	0.1%
0.4624808762	1	0.1%
0.6994075895	1	0.1%
0.6480374763	1	0.1%
0.350393629	1	0.1%
0.5027030525	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0393205684	1	0.1%
0.06995357356	1	0.1%
0.07161648848	1	0.1%
0.07256780358	1	0.1%
0.07357865677	1	0.1%
0.09767286341	1	0.1%
0.1223947266	1	0.1%
0.1286772158	1	0.1%
0.1422021897	1	0.1%
0.1437348746	1	0.1%

Value	Count	Frequency (%)
0.9509061833	1	0.1%
0.9450142325	1	0.1%
0.9148051497	1	0.1%
0.8926801301	1	0.1%
0.8900580568	1	0.1%
0.8862722326	1	0.1%
0.8855955838	1	0.1%
0.8792081531	1	0.1%
0.8759001794	1	0.1%
0.8753554022	1	0.1%

tsi
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.145184613

Minimum	-44.5580304
Maximum	72.31259059
Zeros	0
Zeros (%)	0.0%
Negative	886
Negative (%)	48.4%
Memory size	14.4 KiB

Quantile statistics

Minimum	-44.5580304
5-th percentile	-31.09508722
Q1	-16.22426703
median	0.9777969071
Q3	18.50051593
95-th percentile	40.28733136
Maximum	72.31259059
Range	116.870621
Interquartile range (IQR)	34.72478296

Descriptive statistics

Standard deviation	22.50317128
Coefficient of variation (CV)	10.49008609
Kurtosis	-0.4761206386
Mean	2.145184613
Median Absolute Deviation (MAD)	17.35781816
Skewness	0.3270760137
Sum	3923.542657
Variance	506.3927176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-18.13442511	1	0.1%
0.8727617572	1	0.1%
44.51311801	1	0.1%
29.849831	1	0.1%
-20.32488674	1	0.1%
32.08938064	1	0.1%
-18.27815039	1	0.1%
-28.7096962	1	0.1%
-12.0996979	1	0.1%
23.85235767	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-44.5580304	1	0.1%
-43.84437962	1	0.1%
-43.66679749	1	0.1%
-43.59813257	1	0.1%
-43.17323691	1	0.1%
-42.50194313	1	0.1%
-42.06500354	1	0.1%
-41.13935494	1	0.1%
-41.0383736	1	0.1%
-40.89269956	1	0.1%

Value	Count	Frequency (%)
72.31259059	1	0.1%
71.86393385	1	0.1%
69.99844962	1	0.1%
68.98478864	1	0.1%
67.80200446	1	0.1%
66.65404082	1	0.1%
66.56916225	1	0.1%
65.76793943	1	0.1%
65.67772904	1	0.1%
65.42893315	1	0.1%

so14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.58502076

Minimum	6.747242727
Maximum	92.9708268
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	6.747242727
5-th percentile	16.11764089
Q1	32.05179217
median	50.52453099
Q3	69.03399461
95-th percentile	84.35501141
Maximum	92.9708268
Range	86.22358408
Interquartile range (IQR)	36.98220244

Descriptive statistics

Standard deviation	21.90126885
Coefficient of variation (CV)	0.4329595702
Kurtosis	-1.138621622
Mean	50.58502076
Median Absolute Deviation (MAD)	18.50946362
Skewness	-0.02054645336
Sum	92520.00297
Variance	479.6655772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.92505265	1	0.1%
57.97857157	1	0.1%
38.83057724	1	0.1%
48.3555597	1	0.1%
85.92520353	1	0.1%
62.42653374	1	0.1%
24.72878067	1	0.1%
55.61488078	1	0.1%
14.49876042	1	0.1%
40.20408708	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.747242727	1	0.1%
7.502264471	1	0.1%
7.506175214	1	0.1%
7.892958905	1	0.1%
8.165977259	1	0.1%
8.489113102	1	0.1%
8.638643615	1	0.1%
8.899823136	1	0.1%
9.067505313	1	0.1%
9.223951729	1	0.1%

Value	Count	Frequency (%)
92.9708268	1	0.1%
92.82336931	1	0.1%
92.1526855	1	0.1%
91.49449985	1	0.1%
91.42145449	1	0.1%
91.37717807	1	0.1%
91.20237811	1	0.1%
90.78978509	1	0.1%
90.75845745	1	0.1%
90.73318837	1	0.1%

cmo14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1828
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.393929136

Minimum	-84.18110676
Maximum	87.44301796
Zeros	1
Zeros (%)	0.1%
Negative	858
Negative (%)	46.9%
Memory size	14.4 KiB

Quantile statistics

Minimum	-84.18110676
5-th percentile	-53.61577945
Q1	-24.38248881
median	2.943482289
Q3	28.76816172
95-th percentile	58.94378328
Maximum	87.44301796
Range	171.6241247
Interquartile range (IQR)	53.15065052

Descriptive statistics

Standard deviation	34.72858716
Coefficient of variation (CV)	14.50694035
Kurtosis	-0.7303849844
Mean	2.393929136
Median Absolute Deviation (MAD)	26.37844807
Skewness	0.009855526459
Sum	4378.496389
Variance	1206.074766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-46.37073223	2	0.1%
-7.192344898	1	0.1%
12.84220063	1	0.1%
-46.74825175	1	0.1%
2.165061164	1	0.1%
2.983375085	1	0.1%
60.87079446	1	0.1%
-0.66994424	1	0.1%
44.20543811	1	0.1%
19.91478498	1	0.1%
Other values (1818)	1818	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-84.18110676	1	0.1%
-81.96303378	1	0.1%
-78.84308086	1	0.1%
-78.53608804	1	0.1%
-77.95431108	1	0.1%
-77.77363763	1	0.1%
-76.30128598	1	0.1%
-76.22031531	1	0.1%
-75.33777839	1	0.1%
-75.15014754	1	0.1%

Value	Count	Frequency (%)
87.44301796	1	0.1%
85.73685296	1	0.1%
83.04475287	1	0.1%
80.32128891	1	0.1%
79.81405568	1	0.1%
79.47998489	1	0.1%
79.11930217	1	0.1%
78.5187959	1	0.1%
78.08128654	1	0.1%
77.82312769	1	0.1%

atrp14
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.98630824

Minimum	8.071018909
Maximum	96.51319515
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	8.071018909
5-th percentile	12.74644806
Q1	18.30105296
median	23.68028147
Q3	30.2772612
95-th percentile	47.91108263
Maximum	96.51319515
Range	88.44217624
Interquartile range (IQR)	11.97620824

Descriptive statistics

Standard deviation	11.56056142
Coefficient of variation (CV)	0.4448712497
Kurtosis	4.79805618
Mean	25.98630824
Median Absolute Deviation (MAD)	5.885065176
Skewness	1.770015867
Sum	47528.95777
Variance	133.6465804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.3938605	1	0.1%
36.61986396	1	0.1%
20.8458482	1	0.1%
17.85574557	1	0.1%
19.99271835	1	0.1%
23.33324837	1	0.1%
44.98739394	1	0.1%
16.81348139	1	0.1%
24.26100763	1	0.1%
26.68806301	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.071018909	1	0.1%
8.25160491	1	0.1%
8.356949073	1	0.1%
8.410152046	1	0.1%
8.457246302	1	0.1%
8.487045103	1	0.1%
8.523907591	1	0.1%
8.532062584	1	0.1%
8.620335735	1	0.1%
8.624034107	1	0.1%

Value	Count	Frequency (%)
96.51319515	1	0.1%
93.20518686	1	0.1%
89.5362743	1	0.1%
86.20522378	1	0.1%
81.23394177	1	0.1%
80.1867477	1	0.1%
80.15805072	1	0.1%
78.46635085	1	0.1%
78.0553294	1	0.1%
76.84664259	1	0.1%

pvo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.354439227

Minimum	-45.40033796
Maximum	68.37835867
Zeros	0
Zeros (%)	0.0%
Negative	1043
Negative (%)	57.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	-45.40033796
5-th percentile	-22.06312065
Q1	-9.871571224
median	-2.176770105
Q3	6.510663379
95-th percentile	22.3631102
Maximum	68.37835867
Range	113.7786966
Interquartile range (IQR)	16.3822346

Descriptive statistics

Standard deviation	13.87301063
Coefficient of variation (CV)	-10.24262318
Kurtosis	1.850443191
Mean	-1.354439227
Median Absolute Deviation (MAD)	8.088577758
Skewness	0.4522089022
Sum	-2477.269347
Variance	192.460424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.036936227	1	0.1%
3.568523291	1	0.1%
10.1045999	1	0.1%
8.932197436	1	0.1%
-8.097929958	1	0.1%
-3.02514549	1	0.1%
1.990453924	1	0.1%
-19.89929829	1	0.1%
-3.839128725	1	0.1%
-2.794469447	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-45.40033796	1	0.1%
-44.91149716	1	0.1%
-44.22083669	1	0.1%
-43.68643075	1	0.1%
-42.95935944	1	0.1%
-42.14455913	1	0.1%
-41.20355994	1	0.1%
-40.13147495	1	0.1%
-39.6246795	1	0.1%
-39.62016876	1	0.1%

Value	Count	Frequency (%)
68.37835867	1	0.1%
68.31506729	1	0.1%
61.2120766	1	0.1%
59.89788639	1	0.1%
59.83593464	1	0.1%
59.31133846	1	0.1%
57.41846374	1	0.1%
54.12388775	1	0.1%
52.29532209	1	0.1%
42.78775484	1	0.1%

adl
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1612
Distinct (%)	88.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45854178.75

Minimum	-3839772.382
Maximum	107250523.8
Zeros	0
Zeros (%)	0.0%
Negative	74
Negative (%)	4.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	-3839772.382
5-th percentile	4361397.182
Q1	25480152.73
median	33382849.59
Q3	70692857.78
95-th percentile	107059847.6
Maximum	107250523.8
Range	111090296.1
Interquartile range (IQR)	45212705.05

Descriptive statistics

Standard deviation	33994146.55
Coefficient of variation (CV)	0.7413532961
Kurtosis	-0.6931822591
Mean	45854178.75
Median Absolute Deviation (MAD)	11090709.75
Skewness	0.8400438663
Sum	8.386729293 × 10¹⁰
Variance	1.155602 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107059847.6	218	11.9%
20763317.76	1	0.1%
34026272.49	1	0.1%
44128504.1	1	0.1%
16949356.95	1	0.1%
44176983.43	1	0.1%
66217734.12	1	0.1%
25786874.25	1	0.1%
-2375406.371	1	0.1%
19814769.73	1	0.1%
Other values (1602)	1602	87.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3839772.382	1	0.1%
-3472254.406	1	0.1%
-3418064.689	1	0.1%
-3305339.129	1	0.1%
-3119072.883	1	0.1%
-3050952.914	1	0.1%
-2982019.988	1	0.1%
-2941767.312	1	0.1%
-2907727.438	1	0.1%
-2893533.148	1	0.1%

Value	Count	Frequency (%)
107250523.8	1	0.1%
107097129.5	1	0.1%
107059847.6	218	11.9%
107053028.3	1	0.1%
107035495.6	1	0.1%
107031669.9	1	0.1%
106990212.8	1	0.1%
106951033.7	1	0.1%
106944627	1	0.1%
106834676.2	1	0.1%

obv
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1825
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40041680.57

Minimum	815099.3839
Maximum	92230511.48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	815099.3839
5-th percentile	11957109.66
Q1	29446997.01
median	37362867.8
Q3	56688656.5
95-th percentile	68832150.92
Maximum	92230511.48
Range	91415412.1
Interquartile range (IQR)	27241659.49

Descriptive statistics

Standard deviation	18016723.74
Coefficient of variation (CV)	0.44994924
Kurtosis	-0.6302781103
Mean	40041680.57
Median Absolute Deviation (MAD)	10224753.81
Skewness	0.2558865031
Sum	7.323623377 × 10¹⁰
Variance	3.246023344 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64953276.64	2	0.1%
65811802.13	2	0.1%
65819517.37	2	0.1%
64952828.32	2	0.1%
35171719.86	1	0.1%
72935499.59	1	0.1%
37994433.84	1	0.1%
29377943.24	1	0.1%
33427856.76	1	0.1%
39876889.17	1	0.1%
Other values (1815)	1815	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
815099.3839	1	0.1%
1406978.617	1	0.1%
1892869.02	1	0.1%
2457086.641	1	0.1%
2822312.48	1	0.1%
3158997.053	1	0.1%
3208162.4	1	0.1%
3245184.584	1	0.1%
3338803.721	1	0.1%
3505955.334	1	0.1%

Value	Count	Frequency (%)
92230511.48	1	0.1%
89229235.34	1	0.1%
88744474.27	1	0.1%
87555352.17	1	0.1%
85189421.39	1	0.1%
84953812	1	0.1%
84821670.85	1	0.1%
83511742.28	1	0.1%
83248855.14	1	0.1%
81717081.72	1	0.1%

fi13
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	547454.5643

Minimum	-62081100.1
Maximum	152415560.7
Zeros	0
Zeros (%)	0.0%
Negative	947
Negative (%)	51.8%
Memory size	14.4 KiB

Quantile statistics

Minimum	-62081100.1
5-th percentile	-4509521.109
Q1	-648191.5221
median	-27933.54428
Q3	642318.6314
95-th percentile	5860171.751
Maximum	152415560.7
Range	214496660.8
Interquartile range (IQR)	1290510.153

Descriptive statistics

Standard deviation	8587730.887
Coefficient of variation (CV)	15.68665502
Kurtosis	124.461964
Mean	547454.5643
Median Absolute Deviation (MAD)	645059.2595
Skewness	8.416616016
Sum	1001294398
Variance	7.374912178 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
344950.5194	1	0.1%
-2841287.838	1	0.1%
560162.8088	1	0.1%
-2489979.572	1	0.1%
1426256.026	1	0.1%
888950.664	1	0.1%
-173571.2327	1	0.1%
73826.54696	1	0.1%
100589.1333	1	0.1%
-7904900.192	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-62081100.1	1	0.1%
-47790623.08	1	0.1%
-46874966.03	1	0.1%
-43709898.67	1	0.1%
-42848493.18	1	0.1%
-27185274.74	1	0.1%
-23704297.83	1	0.1%
-22960120.76	1	0.1%
-22883247.06	1	0.1%
-19884708.22	1	0.1%

Value	Count	Frequency (%)
152415560.7	1	0.1%
130497229.1	1	0.1%
108976501.4	1	0.1%
97671685.21	1	0.1%
86209429.87	1	0.1%
76811332.57	1	0.1%
76739932.45	1	0.1%
75266771.24	1	0.1%
63675111.71	1	0.1%
48786053.34	1	0.1%

fi50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1829
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	548607.712

Minimum	-16780965.43
Maximum	47497227.28
Zeros	0
Zeros (%)	0.0%
Negative	976
Negative (%)	53.4%
Memory size	14.4 KiB

Quantile statistics

Minimum	-16780965.43
5-th percentile	-1913675.688
Q1	-439068.7846
median	-42285.78823
Q3	659629.6319
95-th percentile	4046673.847
Maximum	47497227.28
Range	64278192.71
Interquartile range (IQR)	1098698.416

Descriptive statistics

Standard deviation	4131970.286
Coefficient of variation (CV)	7.531739339
Kurtosis	56.03271252
Mean	548607.712
Median Absolute Deviation (MAD)	489029.8478
Skewness	6.009035868
Sum	1003403505
Variance	1.707317844 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-80591.16929	1	0.1%
135186.5345	1	0.1%
-1121396.388	1	0.1%
-279578.7558	1	0.1%
1801004.482	1	0.1%
-421492.8373	1	0.1%
132390.8039	1	0.1%
-475362.4442	1	0.1%
-577706.3021	1	0.1%
-3856.862052	1	0.1%
Other values (1819)	1819	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-16780965.43	1	0.1%
-15482926.4	1	0.1%
-14777520.33	1	0.1%
-14595968.01	1	0.1%
-12556109.02	1	0.1%
-12227620.33	1	0.1%
-12174239.5	1	0.1%
-12030766.61	1	0.1%
-11386290.44	1	0.1%
-11339776.15	1	0.1%

Value	Count	Frequency (%)
47497227.28	1	0.1%
45594874.82	1	0.1%
43016728.18	1	0.1%
42500103.07	1	0.1%
42062540.68	1	0.1%
41517193.07	1	0.1%
40265962.73	1	0.1%
39819216.99	1	0.1%
33972077.54	1	0.1%
32662202.95	1	0.1%

market_cap
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1826
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105114754.8

Minimum	0
Maximum	2131214788
Zeros	4
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	14.4 KiB

Quantile statistics

Minimum	0
5-th percentile	14756930.08
Q1	26867513.71
median	51367348.04
Q3	109319697.1
95-th percentile	396562887.9
Maximum	2131214788
Range	2131214788
Interquartile range (IQR)	82452183.37

Descriptive statistics

Standard deviation	155754058
Coefficient of variation (CV)	1.481752568
Kurtosis	27.7821781
Mean	105114754.8
Median Absolute Deviation (MAD)	29810990.29
Skewness	4.202760544
Sum	1.922548866 × 10¹¹
Variance	2.425932657 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	0.2%
23609152.33	1	0.1%
25309073.48	1	0.1%
148713942.1	1	0.1%
139678427.4	1	0.1%
27758235.22	1	0.1%
64449889.3	1	0.1%
54460435.58	1	0.1%
18680620.61	1	0.1%
65528593.87	1	0.1%
Other values (1816)	1816	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4	0.2%
2091570.673	1	0.1%
3736778.38	1	0.1%
3939527.678	1	0.1%
4504200.966	1	0.1%
4512532.544	1	0.1%
4899819.059	1	0.1%
5118087.447	1	0.1%
5273593.613	1	0.1%
5412788.869	1	0.1%

Value	Count	Frequency (%)
2131214788	1	0.1%
1337734871	1	0.1%
1177703169	1	0.1%
1142460653	1	0.1%
1100091471	1	0.1%
1075632699	1	0.1%
1049645802	1	0.1%
1038731464	1	0.1%
969715989	1	0.1%
924543116.2	1	0.1%

return
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1824
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0002903477954

Minimum	-0.4441884709
Maximum	0.6131605184
Zeros	6
Zeros (%)	0.3%
Negative	909
Negative (%)	49.7%
Memory size	14.4 KiB

Quantile statistics

Minimum	-0.4441884709
5-th percentile	-0.09324863756
Q1	-0.02948088015
median	0
Q3	0.02943615257
95-th percentile	0.09496590738
Maximum	0.6131605184
Range	1.057348989
Interquartile range (IQR)	0.05891703272

Descriptive statistics

Standard deviation	0.06279990666
Coefficient of variation (CV)	216.2920045
Kurtosis	12.05765147
Mean	0.0002903477954
Median Absolute Deviation (MAD)	0.02946109531
Skewness	0.7337898164
Sum	0.5310461177
Variance	0.003943828276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6	0.3%
0.01499360029	1	0.1%
-0.052250386	1	0.1%
-0.03880398671	1	0.1%
0.04226792825	1	0.1%
0.001175500149	1	0.1%
-0.009899029895	1	0.1%
0.02909258832	1	0.1%
-0.0006583278473	1	0.1%
0.04110321644	1	0.1%
Other values (1814)	1814	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.4441884709	1	0.1%
-0.2793301435	1	0.1%
-0.2634209954	1	0.1%
-0.2539455698	1	0.1%
-0.2523368549	1	0.1%
-0.2516345463	1	0.1%
-0.2409063016	1	0.1%
-0.2302340632	1	0.1%
-0.2238353029	1	0.1%
-0.2236311001	1	0.1%

Value	Count	Frequency (%)
0.6131605184	1	0.1%
0.5758371283	1	0.1%
0.3691545575	1	0.1%
0.2441767068	1	0.1%
0.2306420198	1	0.1%
0.2303682529	1	0.1%
0.2282540702	1	0.1%
0.2208276555	1	0.1%
0.2163396591	1	0.1%
0.2089153979	1	0.1%

buy_indicator
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	1
Missing (%)	0.1%
Memory size	14.4 KiB

0.0	1610
1.0	218

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	5484
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1610	88.0%
1.0	218	11.9%
(Missing)	1	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1610	88.1%
1.0	218	11.9%

Most occurring characters

Value	Count	Frequency (%)
0	3438	62.7%
.	1828	33.3%
1	218	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3656	66.7%
Other Punctuation	1828	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3438	94.0%
1	218	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	1828	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5484	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3438	62.7%
.	1828	33.3%
1	218	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5484	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3438	62.7%
.	1828	33.3%
1	218	4.0%

close_buy_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 KiB

0.0	1611
1.0	218

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	5487
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1611	88.1%
1.0	218	11.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1611	88.1%
1.0	218	11.9%

Most occurring characters

Value	Count	Frequency (%)
0	3440	62.7%
.	1829	33.3%
1	218	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3658	66.7%
Other Punctuation	1829	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3440	94.0%
1	218	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	1829	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5487	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3440	62.7%
.	1829	33.3%
1	218	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5487	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3440	62.7%
.	1829	33.3%
1	218	4.0%

short_indicator
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	1
Missing (%)	0.1%
Memory size	14.4 KiB

0.0	1602
-1.0	226

Length

Max length	4
Median length	3
Mean length	3.123632385
Min length	3

Characters and Unicode

Total characters	5710
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	-1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1602	87.6%
-1.0	226	12.4%
(Missing)	1	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1602	87.6%
1.0	226	12.4%

Most occurring characters

Value	Count	Frequency (%)
0	3430	60.1%
.	1828	32.0%
-	226	4.0%
1	226	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3656	64.0%
Other Punctuation	1828	32.0%
Dash Punctuation	226	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3430	93.8%
1	226	6.2%

Other Punctuation

Value	Count	Frequency (%)
.	1828	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	226	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5710	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3430	60.1%
.	1828	32.0%
-	226	4.0%
1	226	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5710	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3430	60.1%
.	1828	32.0%
-	226	4.0%
1	226	4.0%

close_short_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 KiB

0.0	1602
-1.0	227

Length

Max length	4
Median length	3
Mean length	3.124111536
Min length	3

Characters and Unicode

Total characters	5714
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1.0
2nd row	0.0
3rd row	0.0
4th row	-1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1602	87.6%
-1.0	227	12.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1602	87.6%
1.0	227	12.4%

Most occurring characters

Value	Count	Frequency (%)
0	3431	60.0%
.	1829	32.0%
-	227	4.0%
1	227	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3658	64.0%
Other Punctuation	1829	32.0%
Dash Punctuation	227	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3431	93.8%
1	227	6.2%

Dash Punctuation

Value	Count	Frequency (%)
-	227	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1829	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5714	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3431	60.0%
.	1829	32.0%
-	227	4.0%
1	227	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5714	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3431	60.0%
.	1829	32.0%
-	227	4.0%
1	227	4.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	level_0	df_index	time	open	high	low	close	volume	sma5-20	sma8-15	sma20-50	ema5-20	macd	ao14	adx14	wd14	ppo12-26	rsi14	mfi14	tsi	so14	cmo14	atrp14	pvo12-26	adl	obv	fi13	fi50	market_cap	return	buy_indicator	close_buy_indicator	short_indicator	close_short_indicator
0	88	88	2017-03-30 00:00:00	4.3186	12.00000	4.0610	7.7699	2.002548e+06	0.612854	0.388473	0.259723	0.943101	0.339616	57.142857	33.107203	86.907993	7.831635	89.218991	0.892680	33.937068	47.353621	79.119302	9.254454	68.378359	-8.862763e+05	1.892869e+06	9.930815e+05	273028.361941	1.555960e+07	-0.444188	1.0	0.0	0.0	-1.0
1	89	89	2017-03-31 00:00:00	7.8000	9.00000	5.7500	7.2500	1.077770e+06	1.070654	0.563842	0.404076	1.299750	0.519574	57.142857	37.029207	66.359324	11.412955	79.776697	0.671096	42.075826	46.008222	64.175670	13.071009	68.315067	-9.691817e+05	8.150994e+05	7.711652e+05	240347.546413	7.813830e+06	0.075862	0.0	1.0	0.0	0.0
2	90	90	2017-04-01 00:00:00	7.2500	8.99300	6.5463	7.6100	5.918792e+05	1.589674	0.702528	0.547781	1.559316	0.683337	57.142857	40.671067	53.977188	14.298203	81.255977	0.734086	47.695898	46.543270	69.167407	15.240498	61.212077	-1.046423e+06	1.406979e+06	6.914383e+05	239278.094553	4.504201e+06	-0.047306	0.0	0.0	-1.0	0.0
3	91	91	2017-04-02 00:00:00	7.5410	12.00000	7.0300	8.3400	1.050108e+06	2.219364	0.848368	0.710757	1.840175	0.862040	78.571429	44.313940	64.087900	17.093222	83.837684	0.800790	52.887494	49.803707	71.951566	16.757192	59.897886	-1.542953e+06	2.457087e+06	7.021726e+05	259956.555840	8.757901e+06	-0.095803	0.0	0.0	0.0	-1.0
4	92	92	2017-04-03 00:00:00	8.3330	10.56000	7.5000	8.6100	1.048869e+06	2.858199	0.950305	0.864569	2.015442	1.013746	85.714286	47.696608	52.219440	19.099950	84.678261	0.654693	56.721382	53.051318	76.742484	19.019265	57.418464	-1.830878e+06	3.505955e+06	6.423186e+05	260867.849611	9.030759e+06	-0.032172	0.0	0.0	0.0	0.0
5	93	93	2017-04-04 00:00:00	8.6244	10.99900	8.1200	9.1500	1.014588e+06	2.893219	1.045781	1.024730	2.185739	1.164097	92.857143	50.866875	46.425807	20.815647	86.221684	0.707147	60.211173	57.364363	83.044753	20.754131	54.123888	-2.119502e+06	4.520543e+06	6.288270e+05	272123.130078	9.283480e+06	-0.057443	0.0	0.0	-1.0	0.0
6	94	94	2017-04-05 00:00:00	9.1500	13.76999	8.7250	11.5270	2.229234e+06	3.387184	1.312805	1.291106	2.785001	1.458126	92.857143	53.952285	53.801944	24.171943	90.674739	0.798172	65.767939	64.069575	87.443018	19.965156	59.311338	-1.872491e+06	6.749777e+06	1.295979e+06	469251.228063	2.569638e+07	-0.206212	1.0	0.0	0.0	-1.0
7	95	95	2017-04-06 00:00:00	12.4000	13.22300	9.7000	10.8540	2.224925e+06	3.699284	1.392632	1.480606	2.897808	1.618214	85.714286	56.817308	44.315606	25.325393	82.540796	0.616484	65.677729	66.277562	73.660237	24.603074	59.835935	-2.639816e+06	4.524852e+06	8.969283e+05	392128.646317	2.414934e+07	0.142436	1.0	1.0	0.0	0.0
8	96	96	2017-04-07 00:00:00	10.8010	11.59799	9.3900	9.9700	1.009737e+06	3.727784	1.322330	1.590922	2.663381	1.654715	64.285714	59.041688	36.398428	24.864049	73.246366	0.559001	61.395579	64.788077	58.377499	30.213428	52.295322	-3.119073e+06	3.515115e+06	6.412803e+05	341746.821253	1.006708e+07	0.083350	0.0	1.0	0.0	0.0
9	97	97	2017-04-08 00:00:00	10.0550	11.42851	9.8300	10.7350	5.148728e+05	3.812889	1.312130	1.723064	2.619565	1.725449	64.285714	61.107184	32.132307	24.800097	75.787288	0.576495	59.330002	66.357904	61.271794	31.016561	42.787755	-3.050953e+06	4.029988e+06	6.059371e+05	343791.169723	5.527160e+06	-0.063344	1.0	0.0	0.0	0.0

Last rows

	level_0	df_index	time	open	high	low	close	volume	sma5-20	sma8-15	sma20-50	ema5-20	macd	ao14	adx14	wd14	ppo12-26	rsi14	mfi14	tsi	so14	cmo14	atrp14	pvo12-26	adl	obv	fi13	fi50	market_cap	return	buy_indicator	close_buy_indicator	short_indicator
1819	1907	1907	2022-03-23 00:00:00	122.84	124.52	118.61	122.51	258446.753242	10.2865	3.218189	-3.160797	6.525220	2.154062	64.285714	17.906366	19.007873	1.922783	62.227001	0.790184	8.198782	89.486939	58.493870	15.282534	-7.156495	1.070598e+08	5.796313e+07	499802.744616	-85955.114054	3.166231e+07	0.002694	0.0	0.0	0.0
1820	1908	1908	2022-03-24 00:00:00	122.52	127.78	120.06	126.52	387276.619410	10.9530	3.802384	-2.237628	7.746817	2.978698	78.571429	18.776649	22.595476	2.633643	65.465710	0.875900	11.592318	91.494500	60.696517	15.141831	-4.368371	1.070598e+08	5.835040e+07	650256.530218	-21683.178451	4.899824e+07	-0.031616	0.0	0.0	0.0
1821	1909	1909	2022-03-25 00:00:00	126.53	127.39	121.61	124.00	320059.334618	11.8220	3.849339	-1.567954	7.637722	3.389809	78.571429	19.584769	19.819076	2.975890	61.875265	0.789867	13.464852	89.656076	48.885350	15.775160	-3.864403	1.070598e+08	5.803035e+07	442141.379725	-52462.250796	3.968736e+07	0.020403	0.0	0.0	0.0
1822	1910	1910	2022-03-26 00:00:00	124.00	125.61	121.97	124.86	152910.007879	12.3800	3.857980	-0.931783	7.534214	3.741878	78.571429	20.335166	17.771947	3.261741	62.628546	0.747799	15.231150	89.493764	66.772426	15.966773	-7.815378	1.070598e+08	5.818326e+07	397764.412161	-45247.942655	1.909234e+07	-0.006888	0.0	0.0	0.0
1823	1911	1911	2022-03-27 00:00:00	124.85	129.81	123.31	129.66	220313.547632	12.1935	4.223361	-0.106385	8.375456	4.357979	92.857143	21.648390	23.886488	3.762493	66.595708	0.796945	17.981506	92.823369	67.640449	15.603968	-9.183997	1.070598e+08	5.840357e+07	492013.071657	-2002.728095	2.856585e+07	-0.037097	0.0	0.0	0.0
1824	1912	1912	2022-03-28 00:00:00	129.65	132.71	126.70	127.59	309476.216570	11.8675	4.153458	0.495550	8.124127	4.625888	85.714286	23.235818	26.720315	3.963974	63.466748	0.801070	19.412282	89.564365	56.871385	15.996403	-7.687575	1.070598e+08	5.809409e+07	330208.951663	-27046.376731	3.948607e+07	0.016145	0.0	0.0	0.0
1825	1913	1913	2022-03-29 00:00:00	127.50	132.01	127.04	130.08	242777.686727	11.4250	4.232594	1.156445	8.307480	4.981703	85.714286	24.709858	23.568262	4.232921	65.562769	0.803411	21.238000	89.798400	54.463507	15.653968	-8.295633	1.070598e+08	5.833687e+07	369395.735704	-2279.207449	3.158052e+07	-0.019834	0.0	0.0	0.0
1826	1914	1914	2022-03-30 00:00:00	130.08	134.11	124.57	131.12	306977.021512	11.4165	4.269990	1.784892	8.401964	5.286668	92.857143	25.290593	14.821975	4.454394	66.429110	0.802710	23.004605	89.412206	60.418483	15.553085	-6.878618	1.070598e+08	5.864385e+07	362232.930942	10330.020387	4.025083e+07	-0.007932	1.0	0.0	0.0
1827	1915	1915	2022-03-31 00:00:00	131.17	132.92	121.08	123.63	547577.907536	10.2170	3.448634	1.904916	6.408891	4.867860	85.714286	24.838396	5.571177	4.088897	55.583799	0.686588	21.324049	79.668928	29.085048	16.427570	0.613377	1.070598e+08	5.809627e+07	-275422.991684	-150912.667763	6.769706e+07	0.060988	0.0	1.0	0.0
1828	1916	1916	2022-04-01 00:00:00	123.87	126.47	119.11	124.84	298631.197800	8.2900	2.911500	2.069923	5.291359	4.580785	71.428571	23.911013	1.097895	3.833950	56.810531	0.623783	20.307454	73.538684	21.900601	16.035511	-0.025552	1.070598e+08	5.839490e+07	-184456.314395	-130824.180818	3.728112e+07	-0.007770	NaN	0.0	NaN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ